Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 419403 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 91 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 32.0 MiB |
| Average record size in memory | 80.0 B |
Variable types
| Numeric | 9 |
|---|
| Dataset has 91 (< 0.1%) duplicate rows | Duplicates |
Consumption_MW is highly overall correlated with Coal_MW and 2 other fields | High correlation |
Coal_MW is highly overall correlated with Consumption_MW | High correlation |
Gas_MW is highly overall correlated with Consumption_MW and 1 other fields | High correlation |
Production_MW is highly overall correlated with Consumption_MW and 1 other fields | High correlation |
Wind_MW has 27315 (6.5%) zeros | Zeros |
Solar_MW has 219493 (52.3%) zeros | Zeros |
Biomass_MW has 183783 (43.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-01-27 06:46:09.173821 |
|---|---|
| Analysis finished | 2023-01-27 06:46:28.821650 |
| Duration | 19.65 seconds |
| Software version | pandas-profiling vv3.6.3 |
| Download configuration | config.json |
Consumption_MW
Real number (ℝ)
| Distinct | 5515 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6608.5451 |
| Minimum | 44 |
|---|---|
| Maximum | 26209 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.4 MiB |
Quantile statistics
| Minimum | 44 |
|---|---|
| 5-th percentile | 5078 |
| Q1 | 5834 |
| median | 6578 |
| Q3 | 7279 |
| 95-th percentile | 8388 |
| Maximum | 26209 |
| Range | 26165 |
| Interquartile range (IQR) | 1445 |
Descriptive statistics
| Standard deviation | 1007.541 |
|---|---|
| Coefficient of variation (CV) | 0.15246034 |
| Kurtosis | -0.049936456 |
| Mean | 6608.5451 |
| Median Absolute Deviation (MAD) | 724 |
| Skewness | 0.26206434 |
| Sum | 2.7716436 × 109 |
| Variance | 1015138.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6588 | 347 | 0.1% |
| 6482 | 255 | 0.1% |
| 6722 | 215 | 0.1% |
| 6686 | 203 | < 0.1% |
| 6795 | 202 | < 0.1% |
| 6727 | 202 | < 0.1% |
| 6581 | 201 | < 0.1% |
| 6542 | 201 | < 0.1% |
| 6770 | 199 | < 0.1% |
| 6578 | 198 | < 0.1% |
| Other values (5505) | 417180 |
| Value | Count | Frequency (%) |
| 44 | 1 | |
| 47 | 1 | |
| 94 | 1 | |
| 95 | 1 | |
| 3666 | 1 | |
| 3667 | 1 | |
| 3698 | 1 | |
| 3709 | 1 | |
| 3713 | 1 | |
| 3714 | 2 |
| Value | Count | Frequency (%) |
| 26209 | 1 | |
| 21007 | 1 | |
| 9865 | 1 | |
| 9826 | 1 | |
| 9807 | 1 | |
| 9784 | 1 | |
| 9766 | 1 | |
| 9739 | 1 | |
| 9729 | 1 | |
| 9721 | 1 |
Coal_MW
Real number (ℝ)
| Distinct | 3840 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2257.7754 |
| Minimum | -485 |
|---|---|
| Maximum | 5702 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 6.4 MiB |
Quantile statistics
| Minimum | -485 |
|---|---|
| 5-th percentile | 1346 |
| Q1 | 1834 |
| median | 2196 |
| Q3 | 2652.5 |
| 95-th percentile | 3340 |
| Maximum | 5702 |
| Range | 6187 |
| Interquartile range (IQR) | 818.5 |
Descriptive statistics
| Standard deviation | 610.83659 |
|---|---|
| Coefficient of variation (CV) | 0.27054799 |
| Kurtosis | -0.081301491 |
| Mean | 2257.7754 |
| Median Absolute Deviation (MAD) | 403 |
| Skewness | 0.30978281 |
| Sum | 9.4691776 × 108 |
| Variance | 373121.34 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2593 | 395 | 0.1% |
| 2088 | 344 | 0.1% |
| 2040 | 342 | 0.1% |
| 2073 | 340 | 0.1% |
| 1917 | 338 | 0.1% |
| 2150 | 335 | 0.1% |
| 2134 | 334 | 0.1% |
| 2001 | 334 | 0.1% |
| 2081 | 333 | 0.1% |
| 2105 | 333 | 0.1% |
| Other values (3830) | 415975 |
| Value | Count | Frequency (%) |
| -485 | 1 | < 0.1% |
| -43 | 1 | < 0.1% |
| 50 | 2 | |
| 357 | 1 | < 0.1% |
| 358 | 4 | |
| 359 | 4 | |
| 360 | 2 | |
| 362 | 3 | |
| 364 | 4 | |
| 365 | 2 |
| Value | Count | Frequency (%) |
| 5702 | 1 | |
| 5338 | 1 | |
| 4408 | 1 | |
| 4395 | 1 | |
| 4383 | 1 | |
| 4370 | 1 | |
| 4369 | 1 | |
| 4368 | 1 | |
| 4365 | 1 | |
| 4353 | 1 |
Gas_MW
Real number (ℝ)
| Distinct | 2300 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1008.1513 |
| Minimum | -414 |
|---|---|
| Maximum | 2666 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 6.4 MiB |
Quantile statistics
| Minimum | -414 |
|---|---|
| 5-th percentile | 366 |
| Q1 | 604 |
| median | 984 |
| Q3 | 1329 |
| 95-th percentile | 1871 |
| Maximum | 2666 |
| Range | 3080 |
| Interquartile range (IQR) | 725 |
Descriptive statistics
| Standard deviation | 469.65867 |
|---|---|
| Coefficient of variation (CV) | 0.4658613 |
| Kurtosis | -0.52466816 |
| Mean | 1008.1513 |
| Median Absolute Deviation (MAD) | 365 |
| Skewness | 0.41476628 |
| Sum | 4.2282167 × 108 |
| Variance | 220579.26 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 416 | 778 | 0.2% |
| 417 | 702 | 0.2% |
| 415 | 638 | 0.2% |
| 400 | 592 | 0.1% |
| 418 | 576 | 0.1% |
| 398 | 569 | 0.1% |
| 397 | 567 | 0.1% |
| 424 | 564 | 0.1% |
| 399 | 556 | 0.1% |
| 423 | 553 | 0.1% |
| Other values (2290) | 413308 |
| Value | Count | Frequency (%) |
| -414 | 1 | < 0.1% |
| 0 | 2 | < 0.1% |
| 29 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 116 | 1 | < 0.1% |
| 120 | 9 | |
| 121 | 2 | < 0.1% |
| 128 | 1 | < 0.1% |
| 129 | 8 | |
| 130 | 13 |
| Value | Count | Frequency (%) |
| 2666 | 1 | |
| 2660 | 1 | |
| 2659 | 1 | |
| 2651 | 1 | |
| 2506 | 1 | |
| 2504 | 2 | |
| 2501 | 1 | |
| 2499 | 1 | |
| 2463 | 1 | |
| 2458 | 2 |
Hidroelectric_MW
Real number (ℝ)
| Distinct | 4221 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1840.6141 |
| Minimum | 0 |
|---|---|
| Maximum | 4728 |
| Zeros | 21 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 669 |
| Q1 | 1262 |
| median | 1809 |
| Q3 | 2395 |
| 95-th percentile | 3100 |
| Maximum | 4728 |
| Range | 4728 |
| Interquartile range (IQR) | 1133 |
Descriptive statistics
| Standard deviation | 754.03004 |
|---|---|
| Coefficient of variation (CV) | 0.40966222 |
| Kurtosis | -0.56491018 |
| Mean | 1840.6141 |
| Median Absolute Deviation (MAD) | 566 |
| Skewness | 0.18254896 |
| Sum | 7.7195906 × 108 |
| Variance | 568561.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2476 | 359 | 0.1% |
| 1550 | 239 | 0.1% |
| 1573 | 238 | 0.1% |
| 2012 | 232 | 0.1% |
| 1913 | 229 | 0.1% |
| 1621 | 229 | 0.1% |
| 1435 | 228 | 0.1% |
| 1505 | 228 | 0.1% |
| 1649 | 227 | 0.1% |
| 1774 | 226 | 0.1% |
| Other values (4211) | 416968 |
| Value | Count | Frequency (%) |
| 0 | 21 | |
| 53 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 58 | 1 | < 0.1% |
| 59 | 2 | < 0.1% |
| 60 | 3 | < 0.1% |
| 85 | 1 | < 0.1% |
| 87 | 2 | < 0.1% |
| 90 | 1 | < 0.1% |
| 91 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4728 | 1 | |
| 4706 | 1 | |
| 4700 | 1 | |
| 4692 | 1 | |
| 4687 | 1 | |
| 4680 | 1 | |
| 4668 | 1 | |
| 4664 | 1 | |
| 4663 | 1 | |
| 4656 | 1 |
Nuclear_MW
Real number (ℝ)
| Distinct | 879 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1320.4078 |
| Minimum | 0 |
|---|---|
| Maximum | 1450 |
| Zeros | 129 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 702 |
| Q1 | 1377 |
| median | 1403 |
| Q3 | 1419 |
| 95-th percentile | 1427 |
| Maximum | 1450 |
| Range | 1450 |
| Interquartile range (IQR) | 42 |
Descriptive statistics
| Standard deviation | 223.18161 |
|---|---|
| Coefficient of variation (CV) | 0.16902476 |
| Kurtosis | 4.0827664 |
| Mean | 1320.4078 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | -2.4101529 |
| Sum | 5.5378299 × 108 |
| Variance | 49810.03 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1421 | 11618 | 2.8% |
| 1422 | 11318 | 2.7% |
| 1423 | 11129 | 2.7% |
| 1420 | 11038 | 2.6% |
| 1419 | 10593 | 2.5% |
| 1424 | 10450 | 2.5% |
| 1418 | 9729 | 2.3% |
| 1425 | 9619 | 2.3% |
| 1417 | 8851 | 2.1% |
| 1426 | 8417 | 2.0% |
| Other values (869) | 316641 |
| Value | Count | Frequency (%) |
| 0 | 129 | |
| 37 | 1 | < 0.1% |
| 39 | 4 | < 0.1% |
| 40 | 3 | < 0.1% |
| 44 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 70 | 1 | < 0.1% |
| 83 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1450 | 1 | < 0.1% |
| 1443 | 1 | < 0.1% |
| 1441 | 3 | < 0.1% |
| 1440 | 11 | < 0.1% |
| 1439 | 13 | < 0.1% |
| 1438 | 29 | < 0.1% |
| 1437 | 52 | < 0.1% |
| 1436 | 113 | < 0.1% |
| 1435 | 252 | |
| 1434 | 374 |
Wind_MW
Real number (ℝ)
| Distinct | 2828 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 501.87965 |
| Minimum | -521 |
|---|---|
| Maximum | 7944 |
| Zeros | 27315 |
| Zeros (%) | 6.5% |
| Negative | 11515 |
| Negative (%) | 2.7% |
| Memory size | 6.4 MiB |
Quantile statistics
| Minimum | -521 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 64 |
| median | 272 |
| Q3 | 733 |
| 95-th percentile | 1804 |
| Maximum | 7944 |
| Range | 8465 |
| Interquartile range (IQR) | 669 |
Descriptive statistics
| Standard deviation | 585.6012 |
|---|---|
| Coefficient of variation (CV) | 1.166816 |
| Kurtosis | 1.7646362 |
| Mean | 501.87965 |
| Median Absolute Deviation (MAD) | 247 |
| Skewness | 1.5177154 |
| Sum | 2.1048983 × 108 |
| Variance | 342928.77 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 27315 | 6.5% |
| -1 | 3060 | 0.7% |
| -2 | 2222 | 0.5% |
| 3 | 1655 | 0.4% |
| 1 | 1559 | 0.4% |
| 2 | 1531 | 0.4% |
| 5 | 1390 | 0.3% |
| 4 | 1383 | 0.3% |
| -3 | 1379 | 0.3% |
| 6 | 1332 | 0.3% |
| Other values (2818) | 376577 |
| Value | Count | Frequency (%) |
| -521 | 2 | < 0.1% |
| -26 | 3 | < 0.1% |
| -25 | 18 | < 0.1% |
| -24 | 32 | < 0.1% |
| -23 | 34 | |
| -22 | 57 | |
| -21 | 41 | |
| -20 | 54 | |
| -19 | 52 | |
| -18 | 84 |
| Value | Count | Frequency (%) |
| 7944 | 1 | |
| 2806 | 1 | |
| 2803 | 1 | |
| 2802 | 1 | |
| 2800 | 2 | |
| 2799 | 1 | |
| 2798 | 2 | |
| 2797 | 1 | |
| 2796 | 1 | |
| 2795 | 1 |
Solar_MW
Real number (ℝ)
| Distinct | 857 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.445168 |
| Minimum | -6 |
|---|---|
| Maximum | 859 |
| Zeros | 219493 |
| Zeros (%) | 52.3% |
| Negative | 78275 |
| Negative (%) | 18.7% |
| Memory size | 6.4 MiB |
Quantile statistics
| Minimum | -6 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 0 |
| Q3 | 16 |
| 95-th percentile | 492 |
| Maximum | 859 |
| Range | 865 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 161.3681 |
|---|---|
| Coefficient of variation (CV) | 2.2906908 |
| Kurtosis | 5.5075357 |
| Mean | 70.445168 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.5121392 |
| Sum | 29544915 |
| Variance | 26039.664 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 219493 | |
| -1 | 78214 | 18.6% |
| 1 | 3468 | 0.8% |
| 2 | 1704 | 0.4% |
| 3 | 1322 | 0.3% |
| 4 | 1189 | 0.3% |
| 5 | 1011 | 0.2% |
| 6 | 915 | 0.2% |
| 7 | 912 | 0.2% |
| 8 | 854 | 0.2% |
| Other values (847) | 110321 |
| Value | Count | Frequency (%) |
| -6 | 1 | < 0.1% |
| -4 | 8 | < 0.1% |
| -3 | 41 | < 0.1% |
| -2 | 11 | < 0.1% |
| -1 | 78214 | 18.6% |
| 0 | 219493 | |
| 1 | 3468 | 0.8% |
| 2 | 1704 | 0.4% |
| 3 | 1322 | 0.3% |
| 4 | 1189 | 0.3% |
| Value | Count | Frequency (%) |
| 859 | 1 | |
| 858 | 1 | |
| 854 | 1 | |
| 852 | 2 | |
| 851 | 1 | |
| 848 | 1 | |
| 847 | 1 | |
| 845 | 1 | |
| 844 | 1 | |
| 843 | 1 |
Biomass_MW
Real number (ℝ)
| Distinct | 101 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.365593 |
| Minimum | 0 |
|---|---|
| Maximum | 110 |
| Zeros | 183783 |
| Zeros (%) | 43.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 33 |
| Q3 | 55 |
| 95-th percentile | 67 |
| Maximum | 110 |
| Range | 110 |
| Interquartile range (IQR) | 55 |
Descriptive statistics
| Standard deviation | 27.424163 |
|---|---|
| Coefficient of variation (CV) | 0.93388758 |
| Kurtosis | -1.7138335 |
| Mean | 29.365593 |
| Median Absolute Deviation (MAD) | 33 |
| Skewness | 0.036152394 |
| Sum | 12316018 |
| Variance | 752.08472 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 183783 | |
| 33 | 14475 | 3.5% |
| 57 | 9318 | 2.2% |
| 52 | 9217 | 2.2% |
| 55 | 9201 | 2.2% |
| 58 | 9046 | 2.2% |
| 61 | 8868 | 2.1% |
| 64 | 7630 | 1.8% |
| 56 | 7551 | 1.8% |
| 53 | 7520 | 1.8% |
| Other values (91) | 152794 |
| Value | Count | Frequency (%) |
| 0 | 183783 | |
| 10 | 3 | < 0.1% |
| 11 | 33 | < 0.1% |
| 12 | 72 | < 0.1% |
| 13 | 14 | < 0.1% |
| 14 | 26 | < 0.1% |
| 15 | 13 | < 0.1% |
| 16 | 104 | < 0.1% |
| 17 | 230 | 0.1% |
| 18 | 68 | < 0.1% |
| Value | Count | Frequency (%) |
| 110 | 4 | < 0.1% |
| 109 | 14 | |
| 108 | 11 | |
| 107 | 11 | |
| 106 | 3 | < 0.1% |
| 105 | 5 | < 0.1% |
| 104 | 3 | < 0.1% |
| 103 | 3 | < 0.1% |
| 102 | 3 | < 0.1% |
| 100 | 1 | < 0.1% |
Production_MW
Real number (ℝ)
| Distinct | 6936 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7028.7707 |
| Minimum | 0 |
|---|---|
| Maximum | 11295 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5208 |
| Q1 | 6177 |
| median | 6973 |
| Q3 | 7820 |
| 95-th percentile | 9058 |
| Maximum | 11295 |
| Range | 11295 |
| Interquartile range (IQR) | 1643 |
Descriptive statistics
| Standard deviation | 1169.3226 |
|---|---|
| Coefficient of variation (CV) | 0.16636232 |
| Kurtosis | -0.31859478 |
| Mean | 7028.7707 |
| Median Absolute Deviation (MAD) | 821 |
| Skewness | 0.23015593 |
| Sum | 2.9478875 × 109 |
| Variance | 1367315.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7001 | 322 | 0.1% |
| 7066 | 252 | 0.1% |
| 6697 | 177 | < 0.1% |
| 6840 | 176 | < 0.1% |
| 6654 | 174 | < 0.1% |
| 6696 | 174 | < 0.1% |
| 6732 | 169 | < 0.1% |
| 6673 | 169 | < 0.1% |
| 6734 | 168 | < 0.1% |
| 6860 | 167 | < 0.1% |
| Other values (6926) | 417455 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 44 | 1 | |
| 47 | 1 | |
| 50 | 1 | |
| 744 | 1 | |
| 936 | 1 | |
| 3616 | 1 | |
| 3621 | 1 | |
| 3671 | 1 | |
| 3675 | 1 |
| Value | Count | Frequency (%) |
| 11295 | 1 | |
| 11227 | 1 | |
| 11219 | 1 | |
| 11205 | 1 | |
| 11183 | 1 | |
| 11153 | 1 | |
| 11150 | 1 | |
| 11146 | 1 | |
| 11138 | 1 | |
| 11131 | 1 |
| Consumption_MW | Coal_MW | Gas_MW | Hidroelectric_MW | Nuclear_MW | Wind_MW | Solar_MW | Biomass_MW | Production_MW | |
|---|---|---|---|---|---|---|---|---|---|
| Consumption_MW | 1.000 | 0.547 | 0.557 | 0.420 | 0.092 | 0.068 | 0.137 | 0.038 | 0.891 |
| Coal_MW | 0.547 | 1.000 | 0.304 | -0.000 | 0.105 | -0.345 | -0.049 | -0.397 | 0.440 |
| Gas_MW | 0.557 | 0.304 | 1.000 | -0.193 | 0.241 | 0.162 | -0.056 | 0.169 | 0.537 |
| Hidroelectric_MW | 0.420 | -0.000 | -0.193 | 1.000 | -0.195 | -0.168 | 0.186 | 0.120 | 0.470 |
| Nuclear_MW | 0.092 | 0.105 | 0.241 | -0.195 | 1.000 | -0.000 | -0.215 | -0.200 | 0.098 |
| Wind_MW | 0.068 | -0.345 | 0.162 | -0.168 | -0.000 | 1.000 | -0.012 | 0.464 | 0.249 |
| Solar_MW | 0.137 | -0.049 | -0.056 | 0.186 | -0.215 | -0.012 | 1.000 | 0.114 | 0.142 |
| Biomass_MW | 0.038 | -0.397 | 0.169 | 0.120 | -0.200 | 0.464 | 0.114 | 1.000 | 0.229 |
| Production_MW | 0.891 | 0.440 | 0.537 | 0.470 | 0.098 | 0.249 | 0.142 | 0.229 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Consumption_MW | Coal_MW | Gas_MW | Hidroelectric_MW | Nuclear_MW | Wind_MW | Solar_MW | Biomass_MW | Production_MW | |
|---|---|---|---|---|---|---|---|---|---|
| Date | |||||||||
| 1262487660 | 5302.0 | 1754.0 | 1144.0 | 1391.0 | 706.0 | 0.0 | 0.0 | 0.0 | 4995.0 |
| 1262488200 | 5318.0 | 1777.0 | 1145.0 | 1468.0 | 708.0 | 0.0 | 0.0 | 0.0 | 5097.0 |
| 1262488800 | 5268.0 | 1743.0 | 1139.0 | 1361.0 | 708.0 | 0.0 | 0.0 | 0.0 | 4951.0 |
| 1262489400 | 5358.0 | 1759.0 | 1142.0 | 1449.0 | 707.0 | 0.0 | 0.0 | 0.0 | 5057.0 |
| 1262490060 | 5327.0 | 1764.0 | 1142.0 | 1417.0 | 709.0 | 0.0 | 0.0 | 0.0 | 5031.0 |
| 1262490660 | 5307.0 | 1771.0 | 1142.0 | 1418.0 | 706.0 | 0.0 | 0.0 | 0.0 | 5037.0 |
| 1262491260 | 5256.0 | 1752.0 | 1153.0 | 1368.0 | 712.0 | 0.0 | 0.0 | 0.0 | 4985.0 |
| 1262492400 | 5308.0 | 1762.0 | 1151.0 | 1461.0 | 709.0 | 0.0 | 0.0 | 0.0 | 5083.0 |
| 1262493000 | 5426.0 | 1785.0 | 1153.0 | 1515.0 | 704.0 | 0.0 | 0.0 | 0.0 | 5157.0 |
| 1262493660 | 5340.0 | 1782.0 | 1150.0 | 1488.0 | 706.0 | 0.0 | 0.0 | 0.0 | 5126.0 |
| Consumption_MW | Coal_MW | Gas_MW | Hidroelectric_MW | Nuclear_MW | Wind_MW | Solar_MW | Biomass_MW | Production_MW | |
|---|---|---|---|---|---|---|---|---|---|
| Date | |||||||||
| 1514942465 | 7307.0 | 2328.0 | 955.0 | 1311.0 | 1404.0 | 2269.0 | -1.0 | 43.0 | 8308.0 |
| 1514943055 | 7295.0 | 2250.0 | 941.0 | 1335.0 | 1404.0 | 2244.0 | -1.0 | 44.0 | 8217.0 |
| 1514943645 | 7272.0 | 2253.0 | 946.0 | 1395.0 | 1404.0 | 2205.0 | -1.0 | 45.0 | 8246.0 |
| 1514944235 | 7266.0 | 2239.0 | 946.0 | 1387.0 | 1406.0 | 2204.0 | -1.0 | 44.0 | 8224.0 |
| 1514944825 | 7287.0 | 2275.0 | 945.0 | 1425.0 | 1401.0 | 2193.0 | -1.0 | 45.0 | 8283.0 |
| 1514945415 | 7262.0 | 2279.0 | 942.0 | 1444.0 | 1403.0 | 2175.0 | -1.0 | 45.0 | 8287.0 |
| 1514946005 | 7167.0 | 2259.0 | 943.0 | 1383.0 | 1405.0 | 2174.0 | -1.0 | 43.0 | 8207.0 |
| 1514946595 | 7122.0 | 2251.0 | 945.0 | 1362.0 | 1405.0 | 2159.0 | -1.0 | 45.0 | 8165.0 |
| 1514947185 | 7264.0 | 2288.0 | 944.0 | 1454.0 | 1406.0 | 2132.0 | -1.0 | 45.0 | 8268.0 |
| 1514947775 | 7115.0 | 2255.0 | 944.0 | 1370.0 | 1404.0 | 2131.0 | -1.0 | 41.0 | 8145.0 |
Most frequently occurring
| Consumption_MW | Coal_MW | Gas_MW | Hidroelectric_MW | Nuclear_MW | Wind_MW | Solar_MW | Biomass_MW | Production_MW | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|
| 35 | 6588.0 | 2593.0 | 515.0 | 2476.0 | 1421.0 | -1.0 | 0.0 | 0.0 | 7001.0 | 195 |
| 31 | 6482.0 | 2460.0 | 277.0 | 2941.0 | 1383.0 | 3.0 | 0.0 | 0.0 | 7066.0 | 114 |
| 67 | 7411.0 | 2160.0 | 1842.0 | 1315.0 | 1423.0 | 610.0 | 0.0 | 0.0 | 7349.0 | 34 |
| 39 | 6687.0 | 3103.0 | 783.0 | 932.0 | 1373.0 | 253.0 | 0.0 | 0.0 | 6446.0 | 28 |
| 74 | 7672.0 | 2026.0 | 826.0 | 2557.0 | 694.0 | 2575.0 | 468.0 | 69.0 | 9216.0 | 18 |
| 87 | 8211.0 | 3294.0 | 2203.0 | 1579.0 | 1424.0 | -1.0 | 43.0 | 33.0 | 8573.0 | 18 |
| 64 | 7331.0 | 2428.0 | 1516.0 | 1590.0 | 1406.0 | 269.0 | 197.0 | 56.0 | 7462.0 | 15 |
| 86 | 8182.0 | 3167.0 | 1733.0 | 1793.0 | 1393.0 | 538.0 | 22.0 | 46.0 | 8686.0 | 11 |
| 37 | 6667.0 | 2616.0 | 522.0 | 2525.0 | 1414.0 | 9.0 | 0.0 | 0.0 | 7088.0 | 10 |
| 58 | 7048.0 | 3521.0 | 481.0 | 1287.0 | 1407.0 | 300.0 | 0.0 | 0.0 | 6996.0 | 10 |